Dataset Profiling Report

Dataset statistics

Number of variables	12
Number of observations	1106
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	110
Duplicate rows (%)	9.9%
Total size in memory	103.8 KiB
Average record size in memory	96.1 B

Variable types

NUM	11
BOOL	1

Warnings

Dataset has 110 (9.9%) duplicate rows

Duplicates

Reproduction

Analysis started	2020-09-19 20:18:05.634047
Analysis finished	2020-09-19 20:18:43.234887
Duration	37.6 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

freight_value
Real number (ℝ_≥0)

Distinct	468
Distinct (%)	42.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	17.16462929
Minimum	0.03
Maximum	171.88
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0.03
5-th percentile	7.78
Q1	12.29
median	15.1
Q3	17.52
95-th percentile	36.5675
Maximum	171.88
Range	171.85
Interquartile range (IQR)	5.23

Descriptive statistics

Standard deviation	13.33676975
Coefficient of variation (CV)	0.7769914232
Kurtosis	35.71846193
Mean	17.16462929
Median Absolute Deviation (MAD)	2.55
Skewness	5.110310986
Sum	18984.08
Variance	177.8694272
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.78	36	3.3%
15.1	28	2.5%
11.85	26	2.4%
15.23	25	2.3%
14.1	25	2.3%
12.55	23	2.1%
15.8	21	1.9%
9.34	16	1.4%
13.62	14	1.3%
7.39	13	1.2%
18.23	10	0.9%
13.37	9	0.8%
8.27	9	0.8%
16.68	9	0.8%
12.66	9	0.8%
8.72	9	0.8%
7.42	8	0.7%
12.61	8	0.7%
15.27	8	0.7%
15.65	7	0.6%
15.92	7	0.6%
12.72	7	0.6%
10.96	7	0.6%
7.41	6	0.5%
15.79	6	0.5%
Other values (443)	760	68.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03	3	0.3%
0.48	1	0.1%
7.39	13	1.2%
7.4	2	0.2%
7.41	6	0.5%
7.42	8	0.7%
7.43	2	0.2%
7.45	3	0.3%
7.48	2	0.2%
7.49	2	0.2%

Value	Count	Frequency (%)
171.88	1	0.1%
121.22	2	0.2%
106.11	1	0.1%
104.77	4	0.4%
100.75	1	0.1%
86.06	2	0.2%
83.25	1	0.1%
80.43	1	0.1%
79.63	1	0.1%
77.98	1	0.1%

review_score
Real number (ℝ_≥0)

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.7079566
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	5
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	1.762523382
Coefficient of variation (CV)	0.6508684008
Kurtosis	-1.724741366
Mean	2.7079566
Median Absolute Deviation (MAD)	1
Skewness	0.2593073554
Sum	2995
Variance	3.106488671
Monotocity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
1	513	46.4%
5	322	29.1%
4	123	11.1%
3	84	7.6%
2	64	5.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	513	46.4%
2	64	5.8%
3	84	7.6%
4	123	11.1%
5	322	29.1%

Value	Count	Frequency (%)
5	322	29.1%
4	123	11.1%
3	84	7.6%
2	64	5.8%
1	513	46.4%

product_photos_qty
Real number (ℝ_≥0)

Distinct	9
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.113019892
Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	5
Maximum	9
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.54711014
Coefficient of variation (CV)	0.7321796385
Kurtosis	1.627156397
Mean	2.113019892
Median Absolute Deviation (MAD)	0
Skewness	1.439740448
Sum	2337
Variance	2.393549786
Monotocity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	596	53.9%
2	186	16.8%
4	147	13.3%
3	89	8.0%
5	40	3.6%
6	32	2.9%
7	8	0.7%
8	6	0.5%
9	2	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	596	53.9%
2	186	16.8%
3	89	8.0%
4	147	13.3%
5	40	3.6%
6	32	2.9%
7	8	0.7%
8	6	0.5%
9	2	0.2%

Value	Count	Frequency (%)
9	2	0.2%
8	6	0.5%
7	8	0.7%
6	32	2.9%
5	40	3.6%
4	147	13.3%
3	89	8.0%
2	186	16.8%
1	596	53.9%

product_weight_g
Real number (ℝ_≥0)

Distinct	190
Distinct (%)	17.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1176.20434
Minimum	50
Maximum	30000
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	50
5-th percentile	100
Q1	180
median	250
Q3	700
95-th percentile	5937.5
Maximum	30000
Range	29950
Interquartile range (IQR)	520

Descriptive statistics

Standard deviation	2836.023224
Coefficient of variation (CV)	2.411165413
Kurtosis	30.17575623
Mean	1176.20434
Median Absolute Deviation (MAD)	100
Skewness	4.878086211
Sum	1300882
Variance	8043027.725
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
250	213	19.3%
200	112	10.1%
150	78	7.1%
167	37	3.3%
180	32	2.9%
173	32	2.9%
500	30	2.7%
175	30	2.7%
400	28	2.5%
900	28	2.5%
100	26	2.4%
50	24	2.2%
300	19	1.7%
600	18	1.6%
1000	17	1.5%
1025	14	1.3%
156	14	1.3%
700	10	0.9%
550	10	0.9%
1590	9	0.8%
800	9	0.8%
183	9	0.8%
450	8	0.7%
188	7	0.6%
1300	7	0.6%
Other values (165)	285	25.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
50	24	2.2%
60	1	0.1%
65	3	0.3%
75	1	0.1%
85	2	0.2%
90	3	0.3%
100	26	2.4%
110	1	0.1%
115	1	0.1%
125	1	0.1%

Value	Count	Frequency (%)
30000	1	0.1%
28500	1	0.1%
22800	1	0.1%
20850	1	0.1%
18550	1	0.1%
16515	1	0.1%
16000	2	0.2%
15900	1	0.1%
15550	2	0.2%
14813	1	0.1%

product_length_cm
Real number (ℝ_≥0)

Distinct	54
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	24.00904159
Minimum	14
Maximum	105
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	14
5-th percentile	16
Q1	16
median	18
Q3	28
95-th percentile	50
Maximum	105
Range	91
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	13.32258687
Coefficient of variation (CV)	0.5548987376
Kurtosis	9.474699973
Mean	24.00904159
Median Absolute Deviation (MAD)	2
Skewness	2.708880279
Sum	26554
Variance	177.4913209
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	368	33.3%
17	146	13.2%
18	89	8.0%
20	83	7.5%
30	48	4.3%
40	45	4.1%
19	28	2.5%
21	27	2.4%
22	22	2.0%
38	15	1.4%
23	15	1.4%
25	15	1.4%
35	15	1.4%
24	13	1.2%
36	12	1.1%
50	11	1.0%
31	10	0.9%
28	9	0.8%
60	9	0.8%
45	9	0.8%
33	9	0.8%
26	8	0.7%
29	8	0.7%
39	7	0.6%
37	7	0.6%
Other values (29)	78	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14	6	0.5%
15	1	0.1%
16	368	33.3%
17	146	13.2%
18	89	8.0%
19	28	2.5%
20	83	7.5%
21	27	2.4%
22	22	2.0%
23	15	1.4%

Value	Count	Frequency (%)
105	4	0.4%
100	3	0.3%
82	2	0.2%
80	2	0.2%
78	1	0.1%
77	2	0.2%
75	1	0.1%
70	1	0.1%
69	1	0.1%
68	4	0.4%

product_height_cm
Real number (ℝ_≥0)

Distinct	55
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13.43851718
Minimum	2
Maximum	105
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	2
5-th percentile	2
Q1	5
median	11
Q3	16
95-th percentile	35
Maximum	105
Range	103
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	12.58413564
Coefficient of variation (CV)	0.9364229307
Kurtosis	14.72935289
Mean	13.43851718
Median Absolute Deviation (MAD)	6
Skewness	3.026996798
Sum	14863
Variance	158.3604698
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	224	20.3%
11	103	9.3%
13	100	9.0%
10	82	7.4%
20	64	5.8%
12	55	5.0%
16	49	4.4%
18	37	3.3%
8	36	3.3%
6	31	2.8%
5	28	2.5%
14	25	2.3%
9	23	2.1%
15	23	2.1%
4	22	2.0%
7	19	1.7%
17	18	1.6%
25	16	1.4%
30	15	1.4%
35	12	1.1%
19	12	1.1%
24	11	1.0%
40	11	1.0%
3	10	0.9%
47	6	0.5%
Other values (30)	74	6.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	224	20.3%
3	10	0.9%
4	22	2.0%
5	28	2.5%
6	31	2.8%
7	19	1.7%
8	36	3.3%
9	23	2.1%
10	82	7.4%
11	103	9.3%

Value	Count	Frequency (%)
105	4	0.4%
96	1	0.1%
87	1	0.1%
80	1	0.1%
77	1	0.1%
66	2	0.2%
65	1	0.1%
63	1	0.1%
61	1	0.1%
60	3	0.3%

product_width_cm
Real number (ℝ_≥0)

Distinct	53
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	19.43490054
Minimum	11
Maximum	105
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	11
5-th percentile	11
Q1	13
median	16
Q3	20
95-th percentile	40
Maximum	105
Range	94
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	10.70145306
Coefficient of variation (CV)	0.5506307087
Kurtosis	11.18706585
Mean	19.43490054
Median Absolute Deviation (MAD)	4
Skewness	2.741353351
Sum	21495
Variance	114.5210976
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	176	15.9%
11	174	15.7%
15	129	11.7%
13	93	8.4%
12	85	7.7%
14	69	6.2%
16	54	4.9%
40	43	3.9%
18	39	3.5%
25	30	2.7%
17	29	2.6%
30	28	2.5%
23	18	1.6%
35	14	1.3%
32	12	1.1%
24	11	1.0%
31	8	0.7%
22	7	0.6%
19	7	0.6%
33	6	0.5%
45	6	0.5%
21	6	0.5%
36	6	0.5%
26	5	0.5%
29	4	0.4%
Other values (28)	47	4.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11	174	15.7%
12	85	7.7%
13	93	8.4%
14	69	6.2%
15	129	11.7%
16	54	4.9%
17	29	2.6%
18	39	3.5%
19	7	0.6%
20	176	15.9%

Value	Count	Frequency (%)
105	1	0.1%
100	1	0.1%
82	1	0.1%
79	1	0.1%
73	1	0.1%
68	1	0.1%
67	2	0.2%
63	2	0.2%
62	2	0.2%
61	1	0.1%

payment_value
Real number (ℝ_≥0)

Distinct	681
Distinct (%)	61.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	180.7053888
Minimum	0.33
Maximum	4809.44
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0.33
5-th percentile	29.31
Q1	68.25
median	88.91
Q3	162.55
95-th percentile	536.0075
Maximum	4809.44
Range	4809.11
Interquartile range (IQR)	94.3

Descriptive statistics

Standard deviation	354.4144625
Coefficient of variation (CV)	1.961283307
Kurtosis	64.50049999
Mean	180.7053888
Median Absolute Deviation (MAD)	37.825
Skewness	6.866266749
Sum	199860.16
Variance	125609.6112
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
165.8	20	1.8%
162.55	18	1.6%
85.62	14	1.3%
86.9	10	0.9%
87.32	8	0.7%
69.14	8	0.7%
93.65	7	0.6%
81.51	6	0.5%
1949.52	6	0.5%
140.16	6	0.5%
133.98	6	0.5%
90.99	6	0.5%
96.72	6	0.5%
85.41	6	0.5%
64.17	6	0.5%
62.78	6	0.5%
9.39	6	0.5%
258	6	0.5%
37.75	6	0.5%
355.1	5	0.5%
45.09	5	0.5%
80.2	5	0.5%
89.28	5	0.5%
975.05	5	0.5%
120.35	5	0.5%
Other values (656)	919	83.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.33	1	0.1%
3.77	1	0.1%
6.42	1	0.1%
6.48	1	0.1%
7.1	1	0.1%
7.32	1	0.1%
8.26	1	0.1%
8.79	1	0.1%
9.39	6	0.5%
9.46	1	0.1%

Value	Count	Frequency (%)
4809.44	2	0.2%
2442.82	1	0.1%
2419.2	1	0.1%
2404.72	2	0.2%
2026.54	1	0.1%
1950.2	5	0.5%
1949.52	6	0.5%
1841.75	1	0.1%
1818.23	1	0.1%
1488.14	1	0.1%

category_count
Real number (ℝ_≥0)

Distinct	46
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6633.004521
Minimum	39
Maximum	11990
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	39
5-th percentile	708.5
Q1	4726
median	7380
Q3	8833
95-th percentile	10030
Maximum	11990
Range	11951
Interquartile range (IQR)	4107

Descriptive statistics

Standard deviation	2750.653738
Coefficient of variation (CV)	0.414691974
Kurtosis	-0.2296188104
Mean	6633.004521
Median Absolute Deviation (MAD)	1625
Skewness	-0.6153387955
Sum	7336103
Variance	7566095.986
Monotocity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
6213	221	20.0%
8151	207	18.7%
10030	143	12.9%
9005	78	7.1%
7380	64	5.8%
4726	57	5.2%
8833	51	4.6%
4281	34	3.1%
4400	32	2.9%
3589	22	2.0%
3204	20	1.8%
4590	20	1.8%
11990	18	1.6%
3999	17	1.5%
2625	14	1.3%
2847	11	1.0%
719	11	1.0%
1192	10	0.9%
705	8	0.7%
565	7	0.6%
2170	6	0.5%
2030	5	0.5%
199	5	0.5%
247	4	0.4%
1163	4	0.4%
Other values (21)	37	3.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
39	1	0.1%
71	3	0.3%
145	1	0.1%
155	1	0.1%
199	5	0.5%
219	1	0.1%
247	4	0.4%
271	3	0.3%
272	4	0.4%
278	2	0.2%

Value	Count	Frequency (%)
11990	18	1.6%
10030	143	12.9%
9005	78	7.1%
8833	51	4.6%
8151	207	18.7%
7380	64	5.8%
6213	221	20.0%
4726	57	5.2%
4590	20	1.8%
4400	32	2.9%

Days_to_deliver
Real number (ℝ_≥0)

Distinct	961
Distinct (%)	86.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	22.8666836
Minimum	2.22818287
Maximum	144.8952431
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	2.22818287
5-th percentile	10.48011285
Q1	17.64739005
median	22.4016088
Q3	26.54847222
95-th percentile	35.027636
Maximum	144.8952431
Range	142.6670602
Interquartile range (IQR)	8.901082176

Descriptive statistics

Standard deviation	9.546703121
Coefficient of variation (CV)	0.4174939965
Kurtosis	32.01416219
Mean	22.8666836
Median Absolute Deviation (MAD)	4.338993056
Skewness	3.417160684
Sum	25290.55206
Variance	91.13954049
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.46091435	9	0.8%
22.4016088	7	0.6%
28.52240741	6	0.5%
20.58934028	6	0.5%
18.66866898	6	0.5%
13.08435185	6	0.5%
24.45289352	5	0.5%
15.01650463	5	0.5%
18.38804398	5	0.5%
15.28127315	5	0.5%
15.41814815	5	0.5%
24.41399306	5	0.5%
32.05636574	5	0.5%
22.20247685	5	0.5%
13.60278935	4	0.4%
23.56354167	4	0.4%
21.25967593	4	0.4%
18.21923611	3	0.3%
34.32572917	3	0.3%
41.2146412	3	0.3%
26.32194444	3	0.3%
23.08686343	3	0.3%
26.26618056	2	0.2%
26.1012963	2	0.2%
23.21398148	2	0.2%
Other values (936)	993	89.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.22818287	1	0.1%
2.251909722	1	0.1%
2.549513889	1	0.1%
3.364131944	1	0.1%
4.056122685	1	0.1%
4.305648148	1	0.1%
4.709143519	1	0.1%
4.961180556	1	0.1%
5.371261574	2	0.2%
5.52962963	1	0.1%

Value	Count	Frequency (%)
144.8952431	1	0.1%
106.992338	1	0.1%
78.04864583	1	0.1%
70.38107639	1	0.1%
68.44149306	1	0.1%
63.52545139	2	0.2%
60.60930556	1	0.1%
60.52143519	1	0.1%
59.34726852	1	0.1%
57.46989583	1	0.1%

Month
Real number (ℝ_≥0)

Distinct	12
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.910488246
Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	6
Q3	8
95-th percentile	11.75
Maximum	12
Range	11
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.992016275
Coefficient of variation (CV)	0.5062215084
Kurtosis	-0.8753779789
Mean	5.910488246
Median Absolute Deviation (MAD)	3
Skewness	0.3670529223
Sum	6537
Variance	8.95216139
Monotocity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
3	244	22.1%
8	169	15.3%
5	117	10.6%
7	101	9.1%
6	89	8.0%
2	78	7.1%
4	74	6.7%
12	56	5.1%
11	55	5.0%
9	53	4.8%
10	39	3.5%
1	31	2.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	31	2.8%
2	78	7.1%
3	244	22.1%
4	74	6.7%
5	117	10.6%
6	89	8.0%
7	101	9.1%
8	169	15.3%
9	53	4.8%
10	39	3.5%

Value	Count	Frequency (%)
12	56	5.1%
11	55	5.0%
10	39	3.5%
9	53	4.8%
8	169	15.3%
7	101	9.1%
6	89	8.0%
5	117	10.6%
4	74	6.7%
3	244	22.1%

TargetVar
Boolean

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.8 KiB

1	553
0	553

Common Values
Chart

Value	Count	Frequency (%)
1	553	50.0%
0	553	50.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	freight_value	review_score	product_photos_qty	product_weight_g	product_length_cm	product_height_cm	product_width_cm	payment_value	category_count	Days_to_deliver	Month
0	21.10	5	1.0	1383.0	50.0	10.0	40.0	108.00	11990	23.389641	3
1	15.38	1	1.0	200.0	16.0	12.0	11.0	55.28	7380	13.396435	8
2	9.98	1	1.0	173.0	18.0	13.0	12.0	90.98	8151	9.419051	3
3	15.38	1	1.0	173.0	18.0	13.0	12.0	105.17	8151	27.405382	2
4	8.33	1	1.0	321.0	19.0	14.0	13.0	93.22	8151	23.039942	7
5	8.33	1	1.0	321.0	19.0	14.0	13.0	186.44	8151	22.511319	7
6	8.33	1	1.0	321.0	19.0	14.0	13.0	186.44	8151	22.511319	7
7	17.60	1	2.0	1750.0	37.0	22.0	40.0	59.24	4590	31.618437	3
8	17.60	1	2.0	1750.0	37.0	22.0	40.0	8.26	4590	31.618437	3
9	40.37	1	1.0	6550.0	20.0	20.0	20.0	189.37	8151	30.375370	2

Last rows

	freight_value	review_score	product_photos_qty	product_weight_g	product_length_cm	product_height_cm	product_width_cm	payment_value	category_count	Days_to_deliver	Month	TargetVar
1096	14.10	5	1.0	150.0	16.0	16.0	11.0	40.00	9005	21.444734	10	1
1097	12.65	4	1.0	180.0	17.0	10.0	13.0	87.55	8151	26.306262	3	1
1098	7.45	5	4.0	300.0	16.0	5.0	12.0	34.35	7380	9.141829	7	1
1099	18.43	2	4.0	250.0	16.0	2.0	20.0	96.43	6213	28.150486	5	1
1100	7.78	5	2.0	250.0	16.0	2.0	20.0	62.78	6213	19.431215	1	1
1101	14.30	4	4.0	250.0	16.0	2.0	20.0	92.30	6213	28.389225	11	1
1102	22.11	1	4.0	188.0	17.0	6.0	12.0	48.08	4726	20.567755	8	1
1103	14.10	5	1.0	150.0	16.0	16.0	11.0	40.00	9005	22.356146	10	1
1104	18.23	5	1.0	150.0	16.0	17.0	22.0	32.43	9005	23.614271	4	1
1105	15.43	1	4.0	250.0	16.0	2.0	20.0	93.43	6213	33.230961	7	1

Most frequent

	freight_value	review_score	product_photos_qty	product_weight_g	product_length_cm	product_height_cm	product_width_cm	payment_value	category_count	Days_to_deliver	Month	TargetVar	count
12	9.34	1	1.0	900.0	40.0	5.0	40.0	133.98	8833	18.668669	3	0	6
23	13.37	2	1.0	900.0	40.0	8.0	40.0	140.16	8833	28.522407	1	1	6
32	15.23	5	2.0	175.0	19.0	11.0	14.0	9.39	4726	22.401609	5	1	6
36	15.92	1	1.0	315.0	14.0	13.0	13.0	1949.52	4590	20.589340	5	0	6
1	7.39	1	1.0	50.0	20.0	5.0	15.0	86.90	3204	15.418148	8	0	5
5	7.78	1	1.0	50.0	20.0	20.0	18.0	211.40	8151	15.281273	6	0	5
15	10.96	2	6.0	400.0	16.0	12.0	12.0	144.30	7380	32.056366	5	0	5
17	11.85	1	2.0	100.0	28.0	17.0	11.0	86.90	7380	22.202477	9	0	5
24	14.08	1	2.0	900.0	40.0	8.0	40.0	120.35	8833	18.388044	12	1	5
27	15.01	1	1.0	400.0	35.0	35.0	25.0	975.05	8151	24.413993	12	0	5

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequent